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Google Resources

Guides, tutorials, and documentation for Google.

97 resources443 min total

About Google Resources

97 resources totaling 443 minutes of reading. Covers Guides, References, Quickstarts, Tutorials, Comparisons, Tipss and Toolkits from beginner to intermediate to advanced difficulty.

guide

academic-research-skills: Claude Code Workflows for Research Papers

A builder-focused guide to academic-research-skills, a Claude Code skill suite for literature review, writing, peer review, revision, and finalization.

guidebeginner4 min total
guide

agent-skills: Production Engineering Workflows for AI Coding Agents

A practical guide to addyosmani/agent-skills, a Markdown skill pack that gives AI coding agents specs, plans, tests, reviews, and release gates.

guidebeginner4 min total
guide

A2A Protocol Guide for Agent Interoperability

A practical overview of the Agent2Agent protocol, why it matters for multi-agent systems, and how builders should evaluate it.

guidebeginner4 min total
reference

Awesome GitHub Copilot - Custom Agents, Skills & Plugins Collection

A community-created collection of custom agents, instructions, skills, hooks, workflows, and plugins to supercharge your GitHub Copilot experience. 31K+ GitHub stars.

referenceintermediate12 min total
guide

AI Engineering Hub: LLM, RAG, and Agent Tutorials

A practical GitHub resource for developers learning LLM, RAG, and AI agent engineering through hands-on tutorials and examples.

guideintermediate4 min total
guide

Self-LLM Open Model Guide

A Chinese-language guide for fine-tuning and deploying open LLMs and multimodal models on Linux.

guideintermediate3 min total
guide

Dive into LLMs Practical Guide

A Chinese-language open-source tutorial series for hands-on LLM programming and practice.

guidebeginner3 min total
guide

wshobson/agents Agentic Plugin Marketplace Guide

A builder-focused guide to the wshobson/agents repository, a large multi-harness library of agents, skills, plugins, and commands.

guideintermediate4 min total
guide

Awesome LLM Apps: Runnable Agent and RAG Templates

A practical guide to Awesome LLM Apps, the GitHub repository of runnable AI agent, RAG, MCP, voice agent, and fine-tuning templates.

guidebeginner2 min total
reference

System Prompts Leaks Reference Collection

A public GitHub reference collection of extracted system prompts from major AI tools, useful for studying prompt design, agent behavior, and safety patterns.

referenceintermediate3 min total
guide

llm-universe - Large Language Model Application Course

A beginner-friendly large language model application development course from Datawhale China, reviewed as an OpenTools learning resource.

guidebeginner3 min total
guide

Graphify Knowledge Graph Guide for AI Coding Assistants

A practical guide to using Graphify to turn code, schemas, scripts, documents, and media into a queryable graph for AI coding workflows.

guideintermediate3 min total
guide

Machine Learning Interviews Study Guide

A practical guide to the Machine-Learning-Interviews repository for ML, AI engineering, deep learning, and system-design interview prep.

guidebeginner4 min total
quickstart

OpenAI Codex Quick Start Guide

Get Codex running in under 5 minutes. Covers CLI installation on every platform, authentication with ChatGPT or API keys, your first tasks, the desktop app, Codex Cloud, and IDE extensions.

quickstartbeginner6 min total
guide

fastbook: Practical Deep Learning Notebooks with fastai

fastbook is the public notebook companion for the fastai deep learning book and MOOC, covering practical AI with fastai and PyTorch.

guidebeginner3 min total
guide

Train LLM From Scratch Guide

The repository teaches a Transformer-based language model workflow in PyTorch, covering data download, preprocessing, model building, training, checkpoints, text generation, and post-training methods such as SFT, reward modeling, PPO, DPO, and GRPO/RLVR. The GitHub summary reports an MIT license, roughly 5.6k stars, and a companion documentation site.

guideintermediate3 min total
guide

Hands-On AI Engineering Projects

The repository is a curated collection of practical AI engineering projects covering OCR systems, RAG apps, AI agents, audio applications, multimodal workflows, and production-oriented examples. The GitHub summary reports about 2.1k stars, MIT licensing, and recent activity in June 2026.

guidebeginner3 min total
guide

DESIGN.md Guide for AI Agent Design Systems

A practical guide to Google Labs Code DESIGN.md, the Markdown-and-YAML format that gives coding agents structured design-system context.

guidebeginner6 min total
guide

Hallmark Guide: Anti-AI-Slop Design for Claude Code, Cursor, and Codex

A practical guide to Hallmark, an open-source design skill that helps coding agents produce less generic UI work.

guidebeginner2 min total
quickstart

Claude Code Quick Start Guide: Install, Authenticate, Run

Get Claude Code running in under 5 minutes. Covers installation on every platform, authentication options, your first commands, and essential shortcuts.

quickstartbeginner5 min total
reference

OpenAI Cookbook - Examples and Guides for the OpenAI API

The official OpenAI Cookbook is a comprehensive collection of examples, guides, and best practices for using the OpenAI API. Covers GPT-4, ChatGPT, embeddings, fine-tuning, and more.

referencebeginner45 min total
guide

Codex CLI: The Complete Guide

Master Codex CLI: interactive vs exec mode, key flags (--full-auto, --sandbox, --model), config.toml setup, slash commands, and remote WebSocket sessions.

guideintermediate12 min total
reference

Claude Code CLI Reference: Every Command and Flag

Complete reference for Claude Code CLI commands, flags, environment variables, and scripting patterns for automation and CI/CD.

referencebeginner8 min total
guide

Claude HowTo: Visual Guide to Claude Code from Basics to Advanced Agents

A visual, example-driven guide to Claude Code covering basic concepts through advanced agents, with copy-paste templates and quizzes. Synced with every Claude Code release.

guidebeginner8 min total
guide

Claude Code in Your IDE: VS Code, JetBrains, and Desktop App

Set up Claude Code in VS Code, JetBrains IDEs, the Desktop app, or Web mode. Compare surfaces and find the right one for your workflow.

guidebeginner6 min total
guide

Codex Skills & Plugins: Extend Your Agent

A comprehensive guide to the Codex Skills and Plugins system - how skills are defined, stored, invoked, bundled into plugins, and configured for OpenAI agents.

guideintermediate12 min total
reference

Claude Cookbooks: Official Recipes and Notebooks by Anthropic

Anthropic's official collection of Jupyter notebooks and code recipes demonstrating practical Claude usage patterns including agents, tool use, RAG, and multimodal capabilities.

referenceintermediate5 min total
guide

Claude Cookbooks - Recipes & Guides for Building with Claude

A comprehensive collection of Jupyter notebooks and code recipes showcasing effective ways to use Claude for classification, RAG, summarization, tool use, vision, and more.

guidebeginner15 min total
reference

System Prompts and Models of AI Tools Reference

A high-signal GitHub reference collection for studying system prompts, internal tool specs, and model patterns across popular AI products.

referenceintermediate2 min total
guide

AI Engineering Book Resources

A public companion repository with supporting materials for Chip Huyen’s AI Engineering book and practical AI engineering study paths.

guideintermediate2 min total
guide

AI for Beginners

AI-For-Beginners is Microsoft’s twelve-week, twenty-four-lesson curriculum for learning AI fundamentals with structured lessons and hands-on practice.

guidebeginner3 min total
guide

Made-With-ML Production ML Course

A practical course and code repository for learning how to design, develop, deploy and iterate on production-grade machine learning applications.

guideintermediate2 min total
guide

Claude Skills Library - 60 Stack-Agnostic Skills for Website Lifecycle

A complete library of 60 reusable Claude Skills covering brand, design, content, SEO, dev, ops, growth, and research for building and optimizing websites with any stack.

guideintermediate12 min total
guide

Anthropic Skills Guide

Anthropic Skills is a public reference repository for Claude and Agent Skills, with examples, templates, and patterns for reusable agent workflows.

guideintermediate2 min total
guide

ARIS Auto Research in Sleep Guide

A practical guide to ARIS, the Auto-Research-In-Sleep workflow kit for autonomous ML research agents and Markdown-only skills.

guideintermediate1 min total
reference

Awesome Copilot: Community Instructions, Agents and Skills

Community-contributed collection of GitHub Copilot instructions, agents, skills, and configurations to help you get the most out of GitHub Copilot in your workflow.

referencebeginner5 min total
reference

Awesome Claude Code Subagents: 100+ Ready-to-Use Agent Configs

A curated collection of 100+ specialized Claude Code subagent configurations covering code review, testing, DevOps, database, security, and more.

referencebeginner6 min total
guide

hello-agents AI Agent Course

A practical guide to using Datawhale China’s hello-agents course as a structured learning path for AI agent principles, examples, and implementation patterns.

guidebeginner4 min total
guide

awesome-claude-code-toolkit

The most comprehensive toolkit for Claude Code -- 135 agents, 35 curated skills, 42 commands, 176+ plugins, 20 hooks, 15 rules, 7 templates, 14 MCP configs, 26 companion apps, 52 ecosystem entries, and more.

guideintermediate3 min total
reference

OpenAI Plugins Example Repository

A curated OpenAI repository showing Codex plugin examples, manifests, skills, app integrations, commands, hooks and MCP-backed workflow patterns.

referenceintermediate2 min total
guide

Claude Code Tips Guide

Claude Code Tips is a practical collection of 45 workflow tips, scripts, commands, and patterns for using Claude Code more effectively.

guideintermediate2 min total
guide

Learn Claude Code Agent Harness Guide

learn-claude-code is a 0-to-1 tutorial for building a Claude Code-like agent harness with tools, context, permissions, and progressive sessions.

guideintermediate3 min total
guide

Neural Networks: Zero to Hero Guide

A builder-focused guide to Andrej Karpathy's Neural Networks: Zero to Hero course repository for learning neural networks from first principles.

guideintermediate3 min total
guide

agency-agents-zh

🎭 211 个即插即用的 AI 专家角色 — 支持 Hermes Agent/Claude Code/Cursor/Copilot 等 16 种工具,覆盖工程/设计/营销/金融等 18 个部门。含 46 个中国市场原创智能体(小红书/抖音/微信/飞书/钉钉等)

guideintermediate2 min total
guide

geo-seo-claude

GEO-first SEO skill for Claude Code. Comprehensive AI search optimization for any website — citability scoring, AI crawler analysis, brand authority, schema markup, platform-specific optimization, and PDF reports. If you want learn how to s

guideintermediate2 min total
guide

Generative AI for Beginners Course Guide

Microsoft’s free Generative AI for Beginners course teaches 21 lessons for building AI apps with Python, TypeScript, Azure OpenAI, GitHub Models, and OpenAI.

guidebeginner3 min total
guide

Complete Agentic AI Engineering Course Repository

A guide to Ed Donner’s agents repository, which supports a six-week Agentic AI Engineering course using OpenAI Agents SDK, CrewAI, LangGraph, AutoGen, and MCP.

guidebeginner1 min total
tutorial

Anthropic Prompt Engineering Interactive Tutorial

Anthropic’s interactive prompt engineering tutorial teaches Claude prompting through 9 chapters, exercises, examples, and a Google Sheets learning path.

tutorialbeginner3 min total
guide

Claude Code Game Studios Workflow Guide

Claude Code Game Studios packages agents, workflow skills, hooks, rules, and templates for structured AI-assisted game development in Claude Code.

guideintermediate3 min total
guide

LLMs-from-scratch: Build an LLM in PyTorch

A practical guide to the LLMs-from-scratch repository, the official PyTorch code companion for learning GPT-style models step by step.

guideintermediate3 min total
guide

Claude Code Skills by Matt Pocock

A practical guide to mattpocock/skills, a high-signal collection of composable skills for Claude Code, Codex, and coding agents.

guideintermediate3 min total
guide

Microsoft ML-For-Beginners Curriculum

A practical guide to Microsoft ML-For-Beginners, a free 12-week curriculum for classic machine learning with Python and scikit-learn.

guidebeginner3 min total
reference

500 AI Agents Projects Collection

A source-backed guide to the 500 AI Agents Projects repository, a curated collection of practical AI-agent use cases and open-source implementation links.

referencebeginner2 min total
reference

Agent Skills Specification

Agent Skills is an Apache-2.0 specification and documentation project for packaging reusable AI-agent capabilities as portable skill folders.

referenceintermediate3 min total
guide

Scientific Agent Skills Guide

Scientific Agent Skills is a large open-source library of ready-to-use skills for research, science, engineering, finance, and writing agents.

guideintermediate2 min total
reference

Awesome AI Apps Project Collection

A curated reference to Arindam Majumder’s awesome-ai-apps repository, a large collection of practical RAG, agents, voice, MCP, memory, and workflow examples.

referenceintermediate2 min total
guide

Claude Code MCP: Connect External Tools and Data Sources

Connect Claude Code to databases, browsers, APIs, and external tools using the Model Context Protocol. Setup guides for popular servers and troubleshooting.

guideintermediate8 min total
comparison

Claude Code vs Cursor vs GitHub Copilot: 2026 Comparison

Side-by-side comparison of Claude Code, Cursor, and GitHub Copilot. Features, codebase depth, pricing, and when to choose each tool.

comparisonintermediate8 min total
reference

Claude Code Plugins Official Directory

A practical guide to Anthropic's official Claude Code plugin directory, its repository structure, install command, trust model, and use cases.

referencebeginner3 min total
reference

Google Gemma Cookbook

Google Gemma Cookbook is a collection of examples, guides, and notebooks for working with Google’s Gemma open model family.

referenceintermediate3 min total
guide

wondelai-skills: Agent Skills for Claude Code and Agentskills.io

A practical resource for evaluating the wondelai-skills collection of reusable agent skills for Claude Code and agentskills.io-compatible coding agents.

guideintermediate3 min total
guide

marketingskills Agent Skills Guide

marketingskills is a GitHub resource library of marketing-focused Agent Skills for Claude Code, Codex, Cursor, Windsurf, and AI agents.

guideintermediate3 min total
tutorial

Second Brain AI Assistant Course

Open-source course for building a second brain AI assistant with LLMs, RAG, agents, fine-tuning, LLMOps, and production AI systems practices.

tutorialintermediate4 min total
guide

30 Agents Every AI Engineer Must Build

A Packt companion repository and learning resource for building practical AI agents with notebooks, provider setup, and architecture examples.

guideintermediate3 min total
guide

BuilderIO Skills for Coding Agents

A practical reference to BuilderIO Skills, the open-source collection of composable skills for coding agents such as Codex, Cursor, OpenCode, GitHub Copilot, and Claude Code.

guidebeginner4 min total
guide

Awesome Claude Skills

A curated Claude Skills resource for builders who want reusable instruction packages, plugin examples, app-connection workflows, and practical Claude Code customization patterns from the ComposioHQ repository.

guideintermediate1 min total
guide

nanoGPT

nanoGPT is Andrej Karpathy’s compact GPT training and finetuning resource for builders who want to understand medium-sized GPTs through runnable PyTorch code, Shakespeare quickstarts, and GPT-2 reproduction notes.

guideintermediate1 min total
guide

buildwithclaude

A single hub to find Claude Skills, Agents, Commands, Hooks, Plugins, and Marketplace collections to extend Claude Code, Claude Desktop, Agent SDK and OpenClaw OpenTools classifies it as a developer resource because it is a Claude extension and agent workflow hub, not a single tool or model.

guidebeginner3 min total
guide

Impeccable

impeccable is a source-backed AI engineering resource. The design language that makes your AI harness better at design.

guideintermediate3 min total
guide

Claude Code System Prompts Reference

Study Claude Code system prompts, builtin tool descriptions, sub-agent prompts and utility prompts with this maintained GitHub reference collection today.

guideintermediate2 min total
guide

Compound Engineering Plugin

compound-engineering-plugin is a source-backed AI engineering resource. Official Compound Engineering plugin for Claude Code, Codex, Cursor, and more

guideintermediate3 min total
guide

RAG_Techniques Guide

RAG_Techniques is a large tutorial repository for advanced Retrieval-Augmented Generation patterns, notebooks, scripts, and evaluation examples.

guideintermediate2 min total
quickstart

Gemini Fullstack LangGraph Quickstart

A Gemini 2.5 and LangGraph quickstart for building full-stack agent apps. OpenTools classifies it as a developer resource because it is source-backed example code.

quickstartintermediate3 min total
guide

TorchCode PyTorch Practice Guide

Use TorchCode to practice PyTorch operators, attention, GPT-style components and ML interview problems in a Jupyter-based training environment today.

guideintermediate2 min total
guide

Gemini API Cookbook Guide

The Gemini API Cookbook is Google Gemini’s hands-on example repository for quickstarts, notebooks, agents, multimodal use cases, and practical API patterns.

guideintermediate2 min total
guide

Product-Manager-Skills

Product Management skills framework built on battle-tested methods for Claude Code, Cowork, Codex, and AI agents. OpenTools classifies it as a resource because it is a reusable skills framework rather than a standalone software product.

guideintermediate3 min total
guide

Mythos Claude Skill Forge Guide

Mythos Claude Skill Forge is a community Claude skills and plugin pack for experimenting with lenses, subagents, hooks, and agent behavior design.

guideadvanced2 min total
guide

Anthropic Cybersecurity Skills Library Guide

Anthropic Cybersecurity Skills is a large community skill library that maps AI-agent cybersecurity workflows to MITRE, NIST, ATLAS, D3FEND, and AI RMF frameworks.

guideadvanced2 min total
guide

Claude Code Subagents: Parallel Processing for Complex Tasks

Spawn specialized AI agents that work in parallel with their own context window. Learn built-in agents, custom subagents, and the master-clone architecture.

guideadvanced8 min total
guide

Claude Agent SDK: Build Custom AI Agents Programmatically

Use the Claude Agent SDK in Python and TypeScript to build AI agents that read files, run commands, and edit code autonomously.

guideadvanced8 min total
guide

Claude Code in CI/CD: GitHub Actions, GitLab CI, and Automation

Automate code review, issue triage, and PR creation with Claude Code in GitHub Actions, GitLab CI, and headless mode.

guideadvanced8 min total
tips

25 Advanced Claude Code Tips: From Power User to Pro

Master context management, plan mode, auto mode, effort levels, git workflows, voice input, custom status lines, and autonomous work patterns.

tipsadvanced10 min total
guide

Web Quality Skills for AI Agents

Web Quality Skills for AI Agents is a source-backed GitHub resource for builders using agent skills to audit Lighthouse, Core Web Vitals, accessibility, SEO, and frontend quality checks.

guidebeginner4 min total
toolkit

Everything Claude Code (ECC) - Configuration Framework & Toolkit

The ultimate configuration framework for Claude Code with 28 subagents, 119 skills, 60 commands, and AgentShield security scanner. 168K GitHub stars.

toolkitintermediate15 min total
guide

Awesome Claude Code Resource Guide

A practical guide to Awesome Claude Code, a curated GitHub list of Claude Code skills, hooks, slash commands, agent orchestrators, apps, and plugins.

guidebeginner3 min total
guide

Matt Pocock Skills for Claude Code

A practical guide to using Matt Pocock's public Claude Code skills repository as a reference library for reusable local AI coding workflows.

guideintermediate4 min total
guide

qiaomu-anything-to-notebooklm: Claude Skill for NotebookLM

A practical guide to the qiaomu Anything to NotebookLM Claude Skill for converting web, video, PDF, Markdown, and search sources into NotebookLM-ready outputs.

guideintermediate3 min total
guide

pm-skills Agentic Product Management Skills Guide

A practical guide to the pm-skills repository, a marketplace-style collection of agentic product-management skills, commands, and plugins for discovery, strategy, launch, and growth workflows.

guideintermediate4 min total
guide

Happy LLM From-Scratch Course

Happy LLM From-Scratch Course is a source-backed GitHub resource for AI builders. OpenTools verified the upstream repository, public metadata, and latest activity before publishing this guide.

guidebeginner4 min total
guide

NVIDIA Nemotron Developer Asset Hub

NVIDIA Nemotron Developer Asset Hub is a source-backed GitHub resource for AI builders. OpenTools verified the upstream repository, public metadata, and latest activity before publishing this guide.

guideintermediate4 min total
guide

Claude Code Best Practice Guide

A practical guide to the claude-code-best-practice repository, covering subagents, commands, skills, hooks, memory, MCP, and workflow orchestration for Claude Code users.

guideintermediate3 min total
guide

agency-agents AI Agency Templates

A GitHub collection of specialized AI agency agent profiles, workflows, and deliverable patterns for builders designing multi-agent service teams.

guideintermediate3 min total
guide

Caveman Claude Code Skill

Caveman is a Claude Code skill that intentionally compresses communication style to reduce token use while keeping instructions understandable for coding work.

guideintermediate3 min total
guide

oh-story-claudecode Claude Code Writing Skill Pack

A Claude Code skill-pack resource for Chinese web-novel workflows, covering research, outline building, drafting, style cleanup, and cover flow.

guideintermediate8 min total
reference

Model Context Protocol Servers Reference

The official Model Context Protocol servers repository, useful as a reference catalog for MCP server implementations and integration patterns.

referenceintermediate2 min total
guide

superpowers-zh AI Coding Skills

superpowers-zh is a Chinese enhanced edition of the Superpowers AI coding workflow, with localized material and original skills for AI coding tools.

guideintermediate3 min total
tutorial

Google Cloud Generative AI Samples

Google Cloud’s generative-ai repository collects sample code, notebooks, and examples for Gemini, Vertex AI, and related cloud AI workflows.

tutorialintermediate2 min total

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